Parallel and Distributed Computing

  1. Performance Analysis and Optimization
    1. Performance Modeling
      1. Analytical Models
        1. Simulation Models
          1. Empirical Models
          2. Benchmarking
            1. Micro-benchmarks
              1. Application Benchmarks
                1. Synthetic Benchmarks
                2. Profiling and Monitoring
                  1. Performance Profilers
                    1. System Monitoring
                      1. Distributed Tracing
                      2. Optimization Techniques
                        1. Algorithm Optimization
                          1. Communication Optimization
                            1. Memory Optimization
                              1. I/O Optimization
                              2. Scalability Analysis
                                1. Strong Scaling
                                  1. Weak Scaling
                                    1. Scalability Bottlenecks

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                                  12. Emerging Paradigms and Technologies

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                                  14. Security in Parallel and Distributed Systems